Validation

[dfrumkin]

I see that you have validation turned off in your training script:

ClickSEG/isegm/engine/baseline_trainer.py

Line 125 in d61a76b

#if validation:

Moreover, the code would not work because of

ClickSEG/isegm/data/transforms.py

Line 8 in d61a76b

from albumentations.augmentations import functional as F

This should be

from albumentations.augmentations.geometric import functional as F

because that's where resize() is located.

Now, the question: did you use those validation augmentations to come up with the training schedule? How important are they?

[XavierCHEN34]

I just remove the validation from the code provided by RITM.
I do not make validation during training because it could not indicate the evaluation performance. Instead, I save the visualization results during training and observe the losses.